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online fine-tuning

19 papers

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Co-occurring keywords · papers mentioning both

offline reinforcement learning (12) value function (3) decision transformer (2) model-based reinforcement learning (2) policy optimization (2) adversarial learning (2) continual learning (2) action preference (1) neural network (1) data poisoning attack (1)

Papers

Efficient Online Reinforcement Learning Fine-Tuning Need Not Retain Offline Data ICLR 2025 FOSP: Fine-tuning Offline Safe Policy through World Models ICLR 2025 Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning ICML 2025 Efficient and Stable Offline-to-online Reinforcement Learning via Continual Policy Revitalization IJCAI 2024 ENOTO: Improving Offline-to-Online Reinforcement Learning with Q-Ensembles IJCAI 2024 Feedback Efficient Online Fine-Tuning of Diffusion Models ICML 2024 Lifelong Autonomous Improvement of Navigation Foundation Models in the Wild CoRL 2024 Offline Reward Perturbation Boosts Distributional Shift in Online RL UAI 2024 OLLIE: Imitation Learning from Offline Pretraining to Online Finetuning ICML 2024 Reinforcement Learning Gradients as Vitamin for Online Finetuning Decision Transformers NeurIPS 2024 Residual learning and context encoding for adaptive offline-to-online reinforcement learning L4DC 2024 Boosting Offline Reinforcement Learning with Action Preference Query ICML 2023 Cal-QL: Calibrated Offline RL Pre-Training for Efficient Online Fine-Tuning NeurIPS 2023 Game Solving with Online Fine-Tuning NeurIPS 2023 MOTO: Offline Pre-training to Online Fine-tuning for Model-based Robot Learning CoRL 2023 Policy Expansion for Bridging Offline-to-Online Reinforcement Learning ICLR 2023 Unsupervised Video Object Segmentation with Online Adversarial Self-Tuning ICCV 2023 Online Decision Transformer ICML 2022 NASOA: Towards Faster Task-Oriented Online Fine-Tuning With a Zoo of Models ICCV 2021